A review on automatic facial expression recognition systems assisted by multimodal sensor data

N Samadiani, G Huang, B Cai, W Luo, CH Chi, Y Xiang… - Sensors, 2019 - mdpi.com
Facial Expression Recognition (FER) can be widely applied to various research areas, such
as mental diseases diagnosis and human social/physiological interaction detection. With the …

[PDF][PDF] Automobile driver posture monitoring systems: A review

H Wang, M Zhao, G Beurier, X Wang - China J. Highw. Transp, 2019 - researchgate.net
With the development of autonomous vehicles, drivers will adopt new postures, which
should be considered for optimizing the future passive safety systems. On the other hand …

Passenger head kinematics in abrupt braking and lane change events

MP Reed, SM Ebert, MLH Jones, BKD Park… - Traffic injury …, 2018 - Taylor & Francis
Objective: A test track study was conducted to quantify patterns of adult front seat passenger
head motion during abrupt vehicle maneuvers. Method: Eighty-seven men and women with …

Occupant dynamics during crash avoidance maneuvers

MP Reed, SM Ebert, MH Jones, BD Park - 2021 - rosap.ntl.bts.gov
A 12-participant test-track study in a sedan, a minivan, and a pickup assessed head
excursions across vehicles using two abrupt braking events, two lane changes, and turn-and …

Development of a vehicle-based experimental platform for quantifying passenger motion sickness during test track operations

MLH Jones, K Sienko, S Ebert-Hamilton, C Kinnaird… - 2018 - sae.org
Motion sickness in road vehicles may become an increasingly important problem as
automation transforms drivers into passengers. Motion sickness could be mitigated through …

Comparison across vehicles of passenger head kinematics in abrupt vehicle maneuvers

MP Reed, SM Ebert, MLH Jones… - Traffic injury …, 2019 - Taylor & Francis
Objective: Studies of vehicle occupant motions in response to abrupt vehicle maneuvers
have demonstrated movements that may result in changes in the level of protection for the …

A Sparse Spatiotemporal Transformer for Detecting Driver Distracted Behaviors

P Wang, Z Yin, L Nie, X Zhai - 2023 - sae.org
At present, the development of autonomous driving technology is still immature, and there is
still a long way until fully driverless vehicles. Therefore, the state of the driver is still an …

Recognition and prediction of driver's whole body posture model

J Wu, J Liu, X Li, L Yan, L Cao… - Proceedings of the …, 2022 - journals.sagepub.com
The driver's whole-body posture at the time of a collision is a key factor in determining the
magnitude of injury to the driver. However, current researchs on driver posture models only …

Driver distraction detection with a two-stream convolutional neural network

Y Ma, Z Yin, L Nie - 2020 - sae.org
Driver distraction detection is crucial to driving safety when autonomous vehicles are co-
piloted. Recognizing drivers' behaviors that are highly related with distraction from real-time …

Post-drive standing balance of vehicle passengers using wearable sensors: the effect of on-road driving and task performance

VC Le, MLH Jones, KH Sienko - Sensors, 2021 - mdpi.com
Postural sway has been demonstrated to increase following exposure to different types of
motion. However, limited prior studies have investigated the relationship between exposure …